CNN VAE

In this notebook it is described how to compute different time-frequency inputs with compute_input_from_audiopath function.

Author: Carlos Hernández Oliván
Last update: 7 November 2020

Table of Contents

  1. Check GPU and Troch versions

  2. Preprocessing data

  3. Create Dataloader

  4. VAE Model

  5. Run Training

  6. Visualizining Latent Spaces

    5.1. 2 Latent dimensions

    5.2. 3 latent dimensions

    5.3. Animations

  7. Reconstruction

References

0. Check GPU and Troch versions

!sudo apt install nvidia-cuda-toolkit

4. RUN TRAINING